{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "4beb99e5-eb9e-44a8-b931-ddfee329e4c1",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-11-18T02:36:22.085440Z",
     "iopub.status.busy": "2024-11-18T02:36:22.084501Z",
     "iopub.status.idle": "2024-11-18T02:36:31.751160Z",
     "shell.execute_reply": "2024-11-18T02:36:31.749992Z",
     "shell.execute_reply.started": "2024-11-18T02:36:22.085377Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "%pylab is deprecated, use %matplotlib inline and import the required libraries.\n",
      "Populating the interactive namespace from numpy and matplotlib\n"
     ]
    }
   ],
   "source": [
    "%pylab inline\n",
    "import numpy as np\n",
    "from handy import quantile\n",
    "from astropy.io import fits\n",
    "import h5py\n",
    "from mimo_01 import ln_LH\n",
    "from dynesty import NestedSampler\n",
    "import sys\n",
    "import multiprocessing\n",
    "from scipy import stats"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a8da7d92-94a3-462f-8c02-2a044b0bd5f5",
   "metadata": {},
   "source": [
    "# load isochrone model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "59b25cde-cdbc-41ee-8013-224aac5bb2b5",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-11-18T02:36:55.242576Z",
     "iopub.status.busy": "2024-11-18T02:36:55.241339Z",
     "iopub.status.idle": "2024-11-18T02:37:04.279345Z",
     "shell.execute_reply": "2024-11-18T02:37:04.278011Z",
     "shell.execute_reply.started": "2024-11-18T02:36:55.242509Z"
    }
   },
   "outputs": [],
   "source": [
    "IMF_form = 'Salpeter'\n",
    "model_path = 'isochrone_model/iso_model_s.h5'\n",
    "model_path = '../a_catalog/MF_2022/iso_model/iso_model.h5'\n",
    "parafit = ln_LH.MiMO(model_path)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0d1ae6fb-9d09-48d1-b8b2-212f07095573",
   "metadata": {},
   "source": [
    "# Input the fitting data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "8715cb2a-61f7-4bac-8954-9025dde12a7d",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-11-18T02:37:35.278619Z",
     "iopub.status.busy": "2024-11-18T02:37:35.278128Z",
     "iopub.status.idle": "2024-11-18T02:37:37.911461Z",
     "shell.execute_reply": "2024-11-18T02:37:37.910353Z",
     "shell.execute_reply.started": "2024-11-18T02:37:35.278585Z"
    }
   },
   "outputs": [],
   "source": [
    "with h5py.File('fitting_data/NGC_2682.h5', 'r') as fp:\n",
    "    cl = fp['cl'][...]\n",
    "\n",
    "    fs_mag = fp['fs_mag'][...]\n",
    "    fs_color = fp['fs_color'][...]\n",
    "    fs_mag_err = fp['fs_mag_err'][...]\n",
    "    fs_color_err = fp['fs_color_err'][...]\n",
    "\n",
    "\n",
    "mag = cl['correct_phot_g_mean_mag']\n",
    "color = cl['bp_rp']\n",
    "\n",
    "m_err = cl['phot_g_mean_mag_error']\n",
    "c_err = (cl['phot_bp_mean_mag_error']**2 + cl['phot_rp_mean_mag_error']**2 + 0.01**2)**0.5\n",
    "\n",
    "obs_pts = ln_LH.gener_obs_P(mag, color, m_err, c_err)\n",
    "\n",
    "FS = ln_LH.Fs_prob(color, mag, fs_color, fs_mag, fs_color_err, fs_mag_err, smooth=True, c_smooth=1)\n",
    "fs_prob = FS.fs_prob"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b9e71791-6257-453a-bc83-543417283fae",
   "metadata": {},
   "source": [
    "# Setup the prior and posterior"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "1fcdbfb7-f396-4bdc-9174-ae9630e3ebe9",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-11-18T02:39:03.926057Z",
     "iopub.status.busy": "2024-11-18T02:39:03.925564Z",
     "iopub.status.idle": "2024-11-18T02:39:03.935905Z",
     "shell.execute_reply": "2024-11-18T02:39:03.934846Z",
     "shell.execute_reply.started": "2024-11-18T02:39:03.926023Z"
    }
   },
   "outputs": [],
   "source": [
    "mod_param_lim = dict(\n",
    "    lgt_range=('u', 6.2, 10.15),\n",
    "    # feh_range=('n', feh_min, feh_max, feh_avg, feh_err),\n",
    "    feh_range=('u', -2.1, 0.45),\n",
    "    dm_range=('u', 5, 15),\n",
    "    av_range=('u', 0, 3),\n",
    "    mf_range=('u', -5, 2),\n",
    "    fb_range=('u',0, 1),\n",
    "    #     gq_range=('u',-5, 5),\n",
    "    f_fs_range=('u', 0, 1)\n",
    ")\n",
    "\n",
    "def prior_transform(u):\n",
    "    from scipy import stats\n",
    "\n",
    "    res = np.empty_like(u)\n",
    "    for i, name in enumerate(mod_param_lim):\n",
    "        lim = mod_param_lim[name]\n",
    "        if lim[0] == 'u':\n",
    "            a, b = lim[1], lim[2]\n",
    "            res[i] = a + (b - a) * u[i]\n",
    "        elif lim[0] == 'n':\n",
    "            a, b, m, s = lim[1], lim[2], lim[3], lim[4]\n",
    "            a, b = (a - m) / s, (b - m) / s\n",
    "            res[i] = stats.truncnorm.ppf(u[i], a, b, loc=m, scale=s)\n",
    "    return res\n",
    "\n",
    "bound = 'multi'\n",
    "nlive = 1000\n",
    "ndim = 7\n",
    "niter = 5000000\n",
    "dlogz = 0.1\n",
    "\n",
    "def lnprob(args):\n",
    "    lgt_, feh_, dm_, Av_, mf_alpha_, f_b_,f_fs_ = args\n",
    "    IMF_args_ = [mf_alpha_]\n",
    "    return parafit.cl_p(obs_pts, lgt_, feh_, dm_, Av_, IMF_form, IMF_args_, f_b_, 0.0, fs_prob=fs_prob, f_fs=f_fs_)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "63ca691a-a7bb-4883-90b9-935bcbce72ab",
   "metadata": {},
   "source": [
    "# Run nested sampling"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "c6c0f77d-5c3b-44fc-a1c1-bdbfe1b62fbb",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-11-18T02:39:50.623239Z",
     "iopub.status.busy": "2024-11-18T02:39:50.622113Z",
     "iopub.status.idle": "2024-11-18T06:27:08.922899Z",
     "shell.execute_reply": "2024-11-18T06:27:08.921254Z",
     "shell.execute_reply.started": "2024-11-18T02:39:50.623181Z"
    }
   },
   "outputs": [],
   "source": [
    "\n",
    "\n",
    "sampler = NestedSampler(lnprob, prior_transform, ndim, bound=bound, sample='rwalk',\n",
    "                        nlive=nlive)\n",
    "sampler.run_nested(dlogz=dlogz, maxiter=niter, print_progress=False)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "81d04325-41b9-46ff-a281-05f9843be377",
   "metadata": {},
   "source": [
    "# Parameter estimation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "86607a0e-9ab7-46ce-b444-538282003d1a",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-11-18T07:05:09.386172Z",
     "iopub.status.busy": "2024-11-18T07:05:09.385069Z",
     "iopub.status.idle": "2024-11-18T07:05:10.459382Z",
     "shell.execute_reply": "2024-11-18T07:05:10.458100Z",
     "shell.execute_reply.started": "2024-11-18T07:05:09.386113Z"
    }
   },
   "outputs": [],
   "source": [
    "feh_min = -2.1\n",
    "feh_max = 0.45\n",
    "\n",
    "wgt = np.exp(sampler.results.logwt - max(sampler.results.logwt))\n",
    "res_std = np.array([quantile(sampler.results.samples.T[i], weights=wgt, nsig=[0, -1, 1, -2, 2]) for i in range(ndim)])\n",
    "\n",
    "\n",
    "lgt_f, feh_f, dm_f, Av_f,mf_f,fb_f, fs_f = res_std[:,0]\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "83b94a82-cfcc-4a19-8d4a-677196f547db",
   "metadata": {},
   "source": [
    "# Membership probability"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "1f1d6158-a881-4c95-b833-df66aaedc0e4",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-11-18T07:05:16.437841Z",
     "iopub.status.busy": "2024-11-18T07:05:16.437420Z",
     "iopub.status.idle": "2024-11-18T07:05:16.458759Z",
     "shell.execute_reply": "2024-11-18T07:05:16.457784Z",
     "shell.execute_reply.started": "2024-11-18T07:05:16.437813Z"
    }
   },
   "outputs": [],
   "source": [
    "_oc_best_fit = parafit.cl_p(obs_pts, lgt_f, feh_f, dm_f, Av_f, \n",
    "                       IMF_form, [mf_f], fb_f, 0.0, fs_prob=fs_prob, f_fs=fs_f,cal_single=True)\n",
    "p_member = _oc_best_fit.p_member"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f631e118-3436-4f50-857a-720c760e1ce6",
   "metadata": {},
   "source": [
    "# Download the bestfit isochrone and plot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "6b97d653-4a87-4336-bc2b-0a2f41fb9daf",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-11-18T07:10:34.655793Z",
     "iopub.status.busy": "2024-11-18T07:10:34.655378Z",
     "iopub.status.idle": "2024-11-18T07:10:43.094217Z",
     "shell.execute_reply": "2024-11-18T07:10:43.093278Z",
     "shell.execute_reply.started": "2024-11-18T07:10:34.655765Z"
    }
   },
   "outputs": [],
   "source": [
    "from parsec_query import ParsecQuery\n",
    "cmd = ParsecQuery(version='cmd_3.4')\n",
    "photsys_file_g_edr3 = 'tab_mag_odfnew/tab_mag_gaiaEDR3.dat'\n",
    "\n",
    "iso_f = cmd.query_isochrones(lgt=lgt_f, MeH=feh_f,\n",
    "                           extinction_av=Av_f,photsys_file=photsys_file_g_edr3)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "36c9726a-ca94-4d66-ae75-dfb7c2c8a547",
   "metadata": {},
   "source": [
    "# corner plots"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "20c11f3f-9696-49ed-8d05-f4524c944b8f",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-11-18T07:29:01.045088Z",
     "iopub.status.busy": "2024-11-18T07:29:01.044637Z",
     "iopub.status.idle": "2024-11-18T07:29:10.756125Z",
     "shell.execute_reply": "2024-11-18T07:29:10.755139Z",
     "shell.execute_reply.started": "2024-11-18T07:29:01.045058Z"
    }
   },
   "outputs": [
    {
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",
      "text/plain": [
       "<Figure size 1600x1600 with 49 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from dynesty import plotting as dyplot\n",
    "from scipy.stats import norm\n",
    "dyplot.cornerplot(sampler.results,\n",
    "                  color='C0',\n",
    "                  quantiles=[0.025,0.5,0.975],\n",
    "                  labels=['logAge','[Fe/H]','DM','Av','mf','f_b','gamma_q','f_fs'],\n",
    "                 show_titles=True);\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "429b6a9b-85ee-4fc0-8dad-9af721383890",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "01f55173-58c7-486a-95e8-844a9d32c37f",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "d1c4e187-ec72-4f58-b8dc-bb1dcc413c81",
   "metadata": {},
   "source": [
    "# CMD results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "04c7a02c-d2b5-4da1-8480-81aa19663a82",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-11-18T07:11:58.269249Z",
     "iopub.status.busy": "2024-11-18T07:11:58.268773Z",
     "iopub.status.idle": "2024-11-18T07:11:58.652954Z",
     "shell.execute_reply": "2024-11-18T07:11:58.651928Z",
     "shell.execute_reply.started": "2024-11-18T07:11:58.269218Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'G')"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "figure(figsize=(10,6))\n",
    "title('NGC 2682',fontsize='x-large')\n",
    "scatter(color,mag,s=2,c=p_member,cmap='RdYlBu')\n",
    "colorbar(label='Pmb Photometry')\n",
    "iso_f = iso_f[iso_f['label']<8]\n",
    "plot(iso_f['G_BPmag']-iso_f['G_RPmag'],iso_f['Gmag']+dm_f,label='F',c='C1',lw=1)\n",
    "\n",
    "ylim(19,min(mag)-2)\n",
    "xlim(min(color)-0.3,4)\n",
    "\n",
    "xlabel('G_BP-G_RP',fontsize='x-large')\n",
    "ylabel('G',fontsize='x-large')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "88bb65d4-73cb-48b7-8cb8-5e18cbe82125",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
